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Technical University of Munich

Martin Eser, M.Sc.

Research Associate

Research Topics:

  • Inverse acoustics - in situ impedance and absorption estimation
  • Machine learning - artificial neural networks, Gaussian processes
  • Probabilistic programming - Bayesian methods

Publications

2024

  • Eser, M.; Gurbuz, C.; Brandão, E.; Marburg, S.: Probabilistic Estimation of the Oblique Incidence Sound Absorption Coefficient - A Numerical Concept Study. Proceedings of the 10th Convention of the European Acoustics Association Forum Acusticum 2023, European Acoustics Association, 2024 more… BibTeX Full text ( DOI )
  • Eser, Martin; Emmerich, Leon; Gurbuz, Caglar; Marburg, Steffen: A Pre-trained Frequency-parameterized Deep Learning Impedance Tube Method to Estimate the Sound Propagation Characteristics in Porous Media. Proceedings of the 10th Convention of the European Acoustics Association, Forum Acusticum 2023, European Acoustics Association (EAA), 2024 more… BibTeX Full text ( DOI )
  • Schmid, Johannes D.; Bauerschmidt, Philipp; Gurbuz, Caglar; Eser, Martin; Marburg, Steffen: Physics-informed neural networks for acoustic boundary admittance estimation. Mechanical Systems and Signal Processing 215, 2024, 111405 more… BibTeX Full text ( DOI )

2023

  • Chocholaty, Bettina; Eser, Martin; Hoppe, Karl-Alexander; Wang, Daotong; Marburg, Steffen: Vibration response of a hybrid steel–timber building element with uncertain material and joint parameters. Archives of Civil and Mechanical Engineering 24 (1), 2023 more… BibTeX Full text ( DOI )
  • Eser, M.; Mannhardt, S.; Gurbuz, C.; Brandão, E.; Marburg, S.: Free-field characterization of locally reacting sound absorbers using Bayesian inference with sequential frequency transfer. Mechanical Systems and Signal Processing 205, 2023, 110780 more… BibTeX Full text ( DOI )
  • Eser, Martin; Emmerich, Leon; Gurbuz, Caglar; Marburg, Steffen: A neural network-augmented two-microphone impedance tube method to estimate sound propagation characteristics. 7th Conference on Noise and Vibration: Emerging Methods (NOVEM 2023), Institute of Noise Control Engineering (INCE), 2023 more… BibTeX Full text ( DOI )
  • Eser, Martin; Emmerich, Leon; Gürbüz, Caglar; Marburg, Steffen: Eine hybride Deep-Learning-Zwei-Mikrofon-Impedanzrohr-Methode zur Vorhersage der Schallausbreitungscharakteristika in porösen Medien. Fortschritte der Akustik - DAGA 2023, 49. Jahrestagung für Akustik, 06.-09. März 2023, Hamburg, Deutsche Gesellschaft für Akustik e.V. (DEGA), 2023https://pub.dega-akustik.de/DAGA_2023 more… BibTeX
  • Gebrekidan, Semere B.; Eser, Martin; Maeder, Marcus; Marburg, Steffen: Improving absorption performance of resonant metamaterials using self-complementary shapes. Applied Physics Letters 123 (17), 2023 more… BibTeX Full text ( DOI )
  • Gurbuz, Caglar; Eser, Martin; Marburg, Steffen: Multi‐fidelity Gaussian processes for an efficient approximation of frequency sweeps in acoustic problems. PAMM, 2023 more… BibTeX Full text ( DOI )
  • Gurbuz, Caglar; Eser, Martin; Schaffner, Johannes; Marburg, Steffen: A multi-fidelity Gaussian process for efficient frequency sweeps in the acoustic design of a vehicle cabin. The Journal of the Acoustical Society of America 153 (4), 2023, 2006-2018 more… BibTeX Full text ( DOI )
  • Gurbuz, Caglar; Eser, Martin; Schaffner, Johannes; Marburg, Steffen: Multi-fidelity modeling using Gaussian processes for the frequency dependent Helmholtz equation. 7th Conference on Noise and Vibration: Emerging Methods (NOVEM 2023), Institute of Noise Control Engineering (INCE), 2023 more… BibTeX Full text ( DOI )
  • Schmid, Jonas M.; Eser, Martin; Marburg, Steffen: Bayes’scher Ansatz zur Bestimmung der akustischen Wandadmittanz. Fortschritte der Akustik - DAGA 2023, 49. Jahrestagung für Akustik, 06.-09. März 2023, Hamburg, Deutsche Gesellschaft für Akustik e.V. (DEGA), 2023https://pub.dega-akustik.de/DAGA_2023 more… BibTeX
  • Schmid, Jonas M.; Eser, Martin; Marburg, Steffen: Bayesian Approach for the <i>In Situ</i> Estimation of the Acoustic Boundary Admittance. Journal of Theoretical and Computational Acoustics, 2023 more… BibTeX Full text ( DOI )
  • Schmid, Jonas M.; Eser, Martin; Marburg, Steffen: Bayesian approach for acoustic boundary admittance estimation. 7th Conference on Noise and Vibration: Emerging Methods (NOVEM 2023), Institute of Noise Control Engineering (INCE), 2023 more… BibTeX Full text ( DOI )

2022

  • Eser, Martin; Marburg, Steffen: Effiziente Schallfeldvorhersage über einer Schicht eines nicht-lokal reaktiven porösen Mediums mit schallhartem Abschluss. Fortschritte der Akustik - DAGA 2022: 48. Jahrestagung f\“ur Akustik, 21.-24. M\“arz 2022 in Stuttgart, 2022 more… BibTeX
  • Gurbuz, C.; Kronowetter, F.; Dietz, C.; Eser, M.; Schmid, J.M.; Marburg, S.: Generatives Design von akustischen Metamaterialien. Fortschritte der Akustik - DAGA 2022: 48. Jahrestagung für Akustik, 21.-24. März 2022 in Stuttgart, 2022 more… BibTeX
  • Gurbuz, Caglar; Eser, Martin; Schmid, Johannes D.; Marburg, Steffen; Luegmair, Marinus: Gaussian Processes for Transfer Path Analysis Applied on Vehicle Body Vibration Problems. SAE Technical Paper Series, 2022 more… BibTeX Full text ( DOI )
  • Schmid, J. M.; Fernandez-Grande, E.; Hahmann, M.; Gürbüz, C.; Eser, M.; Marburg, S.: Sound Field Reconstruction using Bayesian Inference. Fortschritte der Akustik - DAGA 2022: 48. Jahrestagung für Akustik, 21.-24. März 2022 in Stuttgart, 2022 more… BibTeX

2021

  • Eser, Martin; Gurbuz, Caglar; Brandão, Eric; Marburg, Steffen: Direct discrete complex image method for sound field evaluation above a non-locally reacting layer. The Journal of the Acoustical Society of America 150 (5), 2021, 3509-3520 more… BibTeX Full text ( DOI )
  • Gurbuz, Caglar; Kronowetter, Felix; Dietz, Christoph; Eser, Martin; Schmid, Jonas; Marburg, Steffen: Generative adversarial networks for the design of acoustic metamaterials. The Journal of the Acoustical Society of America 149 (2), 2021, 1162-1174 more… BibTeX Full text ( DOI )
  • Liu, Y.; Eser, M.; Sun, X.; Sepahvand, K.; Marburg, S.: Theoretical analysis of a contactless transportation system for cylindrical objects based on ultrasonic levitation. The Journal of the Acoustical Society of America 150 (3), 2021, 1682-1690 more… BibTeX Full text ( DOI )
  • Moheit, Lennart; Schmid, Johannes D.; Schmid, Jonas M.; Eser, Martin; Marburg, Steffen: Acoustics Apps: Interactive simulations for digital teaching and learning of acoustics. The Journal of the Acoustical Society of America 149 (2), 2021, 1175-1182 more… BibTeX Full text ( DOI )
  • Schmid, Jonas M.; Fernandez-Grande, Efren; Hahmann, Manuel; Gurbuz, Caglar; Eser, Martin; Marburg, Steffen: Spatial reconstruction of the sound field in a room in the modal frequency range using Bayesian inference. The Journal of the Acoustical Society of America 150 (6), 2021, 4385-4394 more… BibTeX Full text ( DOI )

2020

  • Duo Xu , Diana Grill, Yilun Sun, Anand Vazhapilli Sureshbabu, Martin Eser, Tim C. Lüth, Markus Zimmermann: Oberflächenmodellierung eines akustischen Metamaterials und Prototypaufbau mittels additiver Fertigung zur Geräuschreduktion. konstruktion für additive fertigung 2020, 2020 more… BibTeX
  • Kronowetter, Felix; Baydoun, Suhaib Koji; Eser, Martin; Moheit, Lennart; Marburg, Steffen: A Benchmark Study on Eigenfrequencies of Fluid-Loaded Structures. Journal of Theoretical and Computational Acoustics 28 (02), 2020, 2050013 more… BibTeX Full text ( DOI )
  • Kronowetter, Felix; Moheit, Lennart; Eser, Martin; Sepahvand, Kian K.; Marburg, Steffen: Spectral Stochastic Infinite Element Method in Vibroacoustics. Journal of Theoretical and Computational Acoustics 28 (02), 2020, 2050009 more… BibTeX Full text ( DOI )

2019

  • Eser, M.; Gurbuz, C.; Moheit, L.; Moosrainer, M.; Marburg, S.: Efficient Evaluation of Sound Radiation of an Electric Motor using Model Order Reduction. Proceedings of the 23rd International Congress on Acoustics, integrating 4th EAA Euroregio , DEGA, 2019Aachen more… BibTeX
  • Eser, M.; Moheit, L.; Moosrainer, M.; Marburg, S.: Performante Simulation der Schallabstrahlung von Elektromotoren mittels Modellordnungsreduktion. Fortschritte der Akustik-DAGA : 45. Jahrestagung für Akustik, 18.-21. März, DEGA e.V., 2019 more… BibTeX
  • Kronowetter, F.; Eser, M.; Sepahvand, K.; Marburg, S.: Uncertain acoustic meta-atoms. , 2019 more… BibTeX
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